JP2528386B2 - Failure diagnosis method - Google Patents

Failure diagnosis method

Info

Publication number
JP2528386B2
JP2528386B2 JP2340218A JP34021890A JP2528386B2 JP 2528386 B2 JP2528386 B2 JP 2528386B2 JP 2340218 A JP2340218 A JP 2340218A JP 34021890 A JP34021890 A JP 34021890A JP 2528386 B2 JP2528386 B2 JP 2528386B2
Authority
JP
Japan
Prior art keywords
failure
diagnosis
inference
detected
processing
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
JP2340218A
Other languages
Japanese (ja)
Other versions
JPH04205630A (en
Inventor
茂樹 畑
弘幸 岸上
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hitachi Zosen Corp
Original Assignee
Hitachi Zosen Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hitachi Zosen Corp filed Critical Hitachi Zosen Corp
Priority to JP2340218A priority Critical patent/JP2528386B2/en
Publication of JPH04205630A publication Critical patent/JPH04205630A/en
Application granted granted Critical
Publication of JP2528386B2 publication Critical patent/JP2528386B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Description

【発明の詳細な説明】 〔産業上の利用分野】 本発明は、工場設備の運転支援等に用いられる故障診
断方法に関する。
Description: TECHNICAL FIELD The present invention relates to a failure diagnosis method used for operation support of factory equipment and the like.

〔従来の技術〕[Conventional technology]

従来、トランスファプレス加工設備等の自動制御で運
転される工場設備においては、故障診断を始めとする種
々の運転支援にエキスパートシステムが採用されつつあ
る。
2. Description of the Related Art Conventionally, in factory equipment operated by automatic control such as transfer press processing equipment, an expert system is being adopted for various operation support including failure diagnosis.

このエキスパートシステムは、要求される能力等を考
慮し、多くの場合、MS−DOS等のシングルOS上で運用さ
れる。
This expert system is operated on a single OS such as MS-DOS in many cases in consideration of required capabilities.

つぎに、運転支援用のエキスパートシステムを用いた
従来の故障診断方法について説明する。
Next, a conventional fault diagnosis method using an expert system for driving support will be described.

例えば前記トランスファプレス加工設備の場合、設備
のプレス機器等の各所の状態は、監視部としてのシーケ
ンサ〔プログラマブルロジックコントローラ(PLC)〕
により常時監視される。
For example, in the case of the transfer press processing equipment, the state of each place such as press equipment of the equipment is a sequencer [programmable logic controller (PLC)] as a monitoring unit.
Is constantly monitored by.

そして、設備内の何らかの故障が生じると、この故障
に基づく各異常発生個所をシーケンサが検出する。
Then, when some kind of failure occurs in the equipment, the sequencer detects each abnormality occurrence point based on this failure.

さらに、エキスパートシステムのコンピュータが常時
は故障発生検出のモードで動作し、シーケンサの監視出
力がコンピュータに周期的に取込まれて故障発生の有,
無が検出される。
Furthermore, the computer of the expert system always operates in the failure occurrence detection mode, and the monitoring output of the sequencer is periodically fetched by the computer to determine whether a failure has occurred.
Nothing is detected.

そして、何らかの故障が生じて故障発生が検出される
と、コンピュータの動作モードが故障発生検出から診断
処理に移行し、故障発生の検出を中止して故障原因を同
定する。
Then, when some kind of failure occurs and the failure occurrence is detected, the operation mode of the computer shifts from the failure occurrence detection to the diagnostic processing, the failure occurrence detection is stopped, and the failure cause is identified.

この同定は“if(条件)then(結論)”形式のプロダ
クションルール構成の前向き推論の診断処理により、前
記故障検出で得られた異常個所の情報に基づく推論を最
初の推論とし、以降、直前の推論結果から次の推論を決
定して発火することをくり返して行われる。
This identification is based on the inference based on the information of the abnormal point obtained by the fault detection as the first inference by the diagnostic processing of the forward inference of the production rule configuration of the "if (condition) then (conclusion)" format, It is repeated by determining the next inference from the inference result and firing.

このとき、推論に必要な情報を得るため、各推論それ
ぞれの直前には問診画面が表示されて問診用の情報入力
要求が発行される。
At this time, in order to obtain information necessary for inference, an inquiry screen is displayed immediately before each inference and an information input request for inquiry is issued.

そして、発行された要求にしたがって各所の空気圧,
油圧等の現状の情報が入手で入力される毎に、つぎの推
論が実行される。
And, according to the issued request, the air pressure of each place,
The following inference is executed every time the current information such as hydraulic pressure is input by acquisition.

さらに、故障原因が同定されて検出されると、例えば
故障原因及びそれからの復帰方法が画面表示されて報知
される。
Further, when the cause of failure is identified and detected, for example, the cause of failure and a method for recovering from it are displayed on the screen and notified.

〔発明が解決しようとする課題〕[Problems to be Solved by the Invention]

前記従来の故障診断方法の場合、故障発生が検出され
て診断処理のモードに移行すると、以降、故障原因を同
定して検出するまで推論がくり返し行われる。
In the case of the conventional failure diagnosis method, when the occurrence of a failure is detected and the mode of the diagnosis processing is entered, thereafter, the inference is repeated until the cause of the failure is identified and detected.

そのため、診断処理中にスイッチ,バルブの操作等に
よって故障原因が解消して故障から復帰しても、故障原
因を同定する推論が実行され続けて中止されず、状況に
応じた適切な処理が行えない問題点がある。
Therefore, even if the cause of the failure is resolved by operating the switch or valve during the diagnosis process and the failure is recovered, the inference for identifying the cause of the failure is continuously executed and is not stopped, and appropriate processing according to the situation can be performed. There is no problem.

なお、支援用のエキスパートシステムがマルチOS上で
運用される場合にも、前述したように、診断処理のモー
ドに移行すると、以降、復帰操作等を行わない限り診断
処理のモードに固定されてしまうため、前記シングルOS
上で運用される場合と同様の問題点が生じる。
Even when the expert system for support is operated on a multi-OS, if it shifts to the diagnostic processing mode as described above, it will be fixed to the diagnostic processing mode unless a recovery operation is performed thereafter. Therefore, the single OS
The same problems as in the case of operating above occur.

本発明は、シングルOS上で運用されるエキスパートシ
ステム構成の故障診断に適用することができる手法によ
り、状況に応じた適切な処理を行う故障診断方法を提供
することを目的とする。
It is an object of the present invention to provide a failure diagnosis method that performs appropriate processing according to the situation by a method that can be applied to the failure diagnosis of an expert system configuration operated on a single OS.

〔課題を解決するための手段〕[Means for solving the problem]

前記目的を達成するために、本発明の故障診断方法に
おいては、故障発生の検出によって診断処理に移行した
後、問診用の情報入力要求に基づく入力待ちの空き時間
毎に、監視部の監視結果から故障の継続,解消を検出
し、 故障の解消を検出したときにのみ、前記診断処理を中
止して前記故障発生検出に戻る。
In order to achieve the above-mentioned object, in the failure diagnosis method of the present invention, after shifting to diagnostic processing by detecting the occurrence of a failure, the monitoring result of the monitoring unit for each free time waiting for input based on the information input request for inquiry. The continuation and elimination of the fault are detected from the above, and only when the elimination of the fault is detected, the diagnosis process is stopped and the process returns to the fault occurrence detection.

〔作用〕[Action]

前記のように構成された本発明の故障診断方法の場
合、診断処理中において、問診用の情報入力要求の発行
毎に、この要求に基づいて情報が入力されるまでの空き
時間を利用して故障の継続,解消が検出される。
In the case of the failure diagnosis method of the present invention configured as described above, during diagnosis processing, each time an inquiry information input request is issued, the idle time until information is input based on this request is used. Continuation and elimination of failures are detected.

そして、故障の解消が検出される故障からの復帰時
は、診断処理を中止して故障発生検出に戻る。
Then, at the time of recovery from the failure in which the resolution of the failure is detected, the diagnostic process is stopped and the process returns to the failure occurrence detection.

そのため、診断処理中に、同時に複数の処理を行うこ
となく故障からの復帰を常時監視し、復帰時に直ちに故
障発生検出に戻ることができ、状況に応じた適切な処理
が行える。
Therefore, during the diagnosis process, the recovery from the failure can be constantly monitored without performing a plurality of processes at the same time, and the failure occurrence detection can be immediately returned at the time of the recovery, and an appropriate process according to the situation can be performed.

〔実施例〕〔Example〕

1実施例について、第1図ないし第5図を参照して説
明する。
One embodiment will be described with reference to FIGS. 1 to 5.

装置構成を示した第2図において、1は監視部として
のシーケンサ(PLC)、2はシーケンサ1とパーソナル
コンピュータ3との間に介在する光モデム等の通信部、
4,5はコンピュータ3内部のソフトウエア構成の最適故
障選定部,故障診断部、6,7はコンピュータ3の入力
部、表示部である。
In FIG. 2 showing the device configuration, 1 is a sequencer (PLC) as a monitoring unit, 2 is a communication unit such as an optical modem interposed between the sequencer 1 and the personal computer 3,
Numerals 4 and 5 are an optimal failure selection section and a failure diagnosis section of the software configuration inside the computer 3, and 6 and 7 are an input section and display section of the computer 3.

そして、シーケンサ1はコンピュータ3と別個に独立
して動作し、診断対象としての例えばトランスファプレ
ス加工設備の各所の状態を常時監視する。
Then, the sequencer 1 operates independently of the computer 3 and constantly monitors the state of each part of, for example, a transfer press processing facility as a diagnosis target.

また、コンピュータ3はシングルOS上で動作し、つぎ
に説明する支援用(故障診断用)のエキスパートシステ
ムを構築する。
Further, the computer 3 operates on a single OS, and constructs an expert system for support (for failure diagnosis) described below.

このシステムは第1図に示すように、起動のイニシャ
ル終了後直ちに故障発生検出のモードに入り、メイン処
理,通信処理,内部異常チェック処理のプログラムを例
えば約800μsecの間隔で順次にくり返し実行し、各処理
を並列的に行う。
As shown in FIG. 1, this system enters a failure occurrence detection mode immediately after the start initial is completed, and executes main processing, communication processing, and internal abnormality check processing programs in sequence at intervals of, for example, approximately 800 μsec. Each process is performed in parallel.

そして、通信処理によりコンピュータ3は通信部2を
介してシーケンサ1をアクセスし、シーケンサ1の監視
出力を周期的に取込む。
Then, the computer 3 accesses the sequencer 1 via the communication unit 2 by the communication processing, and periodically takes in the monitoring output of the sequencer 1.

さらに、取込んだ監視出力により各所の状態を把握し
て故障発生の有,無を検出する。
Furthermore, the status of each place is grasped by the captured monitoring output to detect whether or not a failure has occurred.

一方、メイン処理により、画面表示処理等が実行さ
れ、処理結果等が遂次表示部7に画面表示される。
On the other hand, screen display processing and the like are executed by the main processing, and the processing result and the like are displayed on the screen of the sequential display unit 7.

また、内部異常チェック処理により、コンピュータ3
内部の異常発生の有無が検出され、検出時は所定の異常
処理が行われる。
In addition, the internal abnormality check processing allows the computer 3
Whether or not an internal abnormality has occurred is detected, and at the time of detection, predetermined abnormality processing is performed.

そして、前記故障発生の有,無の検出により、何らか
の故障発生が検出されると、検出結果が表示部7に表示
されると同時に診断処理のモードに移行する。
When any failure occurrence is detected by detecting the presence or absence of the failure occurrence, the detection result is displayed on the display unit 7 and at the same time, the mode of the diagnostic processing is entered.

このとき、ある故障の発生により連鎖的に他の1又は
複数の故障が発生し、同時に複数の故障発生が検出され
ると、どの故障が根本的な故障であるかを手動選択に優
先して自動決定し、その故障の原因を優先的に同定して
推論の効率を高めるため、この実施例においては、最初
に選定部4により、つぎに説明するプロダクションルー
ル構成の前向き推定の故障選定を行う。
At this time, when one or more other faults occur in a chain due to the occurrence of a certain fault and a plurality of faults are simultaneously detected, priority is given to manual selection of which fault is the fundamental fault. In order to improve the inference efficiency by automatically determining the cause of the failure and prioritizing the identification of the cause of the failure, in this embodiment, the selecting unit 4 first selects the failure for forward estimation of the production rule configuration described below. .

いま、例えば空気圧系統につき、予想される故障がA,
B,Cの3種類あるとする。
Now, for example, regarding a pneumatic system, the expected failure is A,
It is assumed that there are three types, B and C.

この場合、選定部4は第3図に示すように、つぎの基
本形式〔if(条件)then(結論)〕の各判定ルールr1,
…,rnを予め保持する。
In this case, as shown in FIG. 3, the selection unit 4 determines each judgment rule r 1 , of the following basic form [if (condition) then (conclusion)].
Hold rn in advance.

「もし、故障Aを優先させる自動決定が行われて故障
B又は故障Cが手動選択されている ならば、故障Aに決定する。」 そして、検出した故障と入力部6からの手動選択とに
基づき、選定部4の各判定ルールが直前の推論結果にし
たがって択一的に発火し、根本の故障が優先的に最適故
障として選定されて自動決定される。
“If the failure A or the failure C is manually selected by the automatic determination that prioritizes the failure A, the failure A is determined.” Then, the detected failure and the manual selection from the input unit 6 are selected. Based on this, each determination rule of the selection unit 4 is selectively fired according to the immediately preceding inference result, and the root failure is preferentially selected as the optimum failure and automatically determined.

さらに、選定部4の決定結果が故障診断部5に与えら
れ、この診断部5によりつぎに説明するプロダクション
ルール構成の前向き推論の診断処理が実行される。
Further, the determination result of the selecting unit 4 is given to the failure diagnosing unit 5, and the diagnosing unit 5 executes the diagnostic process of the forward inference with the production rule configuration described below.

すなわち、診断部5においては、第4図に示すように
推論部5aに選定部4の判定ルールと同形式の種々の診断
ルールR1,…,Rnが予め保持される。
That is, in the diagnosis unit 5, as shown in FIG. 4, the inference unit 5a holds in advance various diagnosis rules R 1 , ..., Rn having the same format as the determination rule of the selection unit 4.

また、選定部4から与えられた最適故障の決定及び直
前の推論結果に基づき、次の推論に必要な現状の情報入
力を要求するため、問診用の情報入力要求が発行されて
表示部7に問診画面として表示される。
Further, based on the determination of the optimum failure given from the selection unit 4 and the immediately preceding inference result, a request for inputting the current information necessary for the next inference is made. Therefore, an information input request for inquiry is issued to the display unit 7. Displayed as an interview screen.

この問診画面の表示に基づき、人手により各所の空気
圧,油圧等の現状の情報が読取られて入力部6から与え
られると、入力された現状の情報(事実),知識ベース
部5bの情報(事実,経験則)及び選択された診断ルール
の実行結果に基づき、選択されて発火された推論が実行
される。
Based on the display of this inquiry screen, when the current information such as air pressure and hydraulic pressure at each place is manually read and given from the input unit 6, the input current information (fact) and the knowledge base unit 5b (fact) , Rule of thumb) and the execution result of the selected diagnostic rule, the selected and fired inference is executed.

この推論の結果により、つぎの推論が選択されて発火
し、この推論に必要な問診用のつぎの情報入力要求が発
行される。
Based on the result of this inference, the next inference is selected and fired, and the next information input request for inquiry required for this inference is issued.

以降、後述の状況監視に基づくモード変更が発生しな
い限り、各推論が択一的に選択され順次に実行され、こ
の順次の実行により、例えば正常状態と現状との矛盾の
推論がくり返され、第5図に示すように、選定された故
障Bにつき、中間事実あを出発点として各段層の中間事
実い,う,…が択一的に選択され、最終的に故障原因が
同定されて診断(検出)される。
After that, as long as a mode change based on the situation monitoring described later does not occur, each inference is alternatively selected and sequentially executed, and by this sequential execution, for example, the inference of the contradiction between the normal state and the current state is repeated, As shown in FIG. 5, with respect to the selected fault B, the intermediate facts of each stage are selected as the starting point, and the cause of the failure is finally identified. It is diagnosed (detected).

そして、故障原因が診断されると、原因及びそれから
の復帰方法が表示部7に画面表示される。
Then, when the cause of the failure is diagnosed, the cause and the method for recovering from the cause are displayed on the screen of the display unit 7.

なお、この画面表示に基づく復帰操作により故障から
復帰すると、診断処理のモードが自動的に終了し、その
後の再起動操作等により、再び第1図のスタートからの
処理が行われる。
When the failure is recovered by the recovery operation based on this screen display, the diagnostic processing mode is automatically terminated, and the subsequent restart operation or the like causes the processing from the start in FIG. 1 to be performed again.

ところで、診断処理のモードに移行した後、故障原因
が解消して復帰すると、その後の推論は無駄であり、直
ちに故障発生検出のモードに戻ることが望まれる。
By the way, if the cause of the failure is resolved and the system is restored after shifting to the diagnostic processing mode, the subsequent inference is useless, and it is desirable to immediately return to the failure occurrence detection mode.

そして、診断処理のモードの処理中に、同時に故障発
生検出のモードの処理を行うことが考えられるが、とく
にシングルOS上で運用されるエキスパートシステムの場
合、両モードの処理を同時には行えない。
Then, it is possible to perform the processing of the failure occurrence detection mode at the same time during the processing of the diagnostic processing mode, but especially in the case of an expert system operated on a single OS, the processing of both modes cannot be performed at the same time.

そこで、この実施例においては、第1図に示すよう
に、問診画面表示による情報入力要求が発生する毎に、
この要求にしたがって情報が入力されるまでの入力待ち
の空き時間を利用してコンピュータ5が通信処理及び復
帰判定処理の状況監視を行う。
Therefore, in this embodiment, as shown in FIG. 1, every time an information input request is made by displaying an inquiry screen,
The computer 5 monitors the status of the communication process and the return determination process by using the free time waiting for the input until the information is input according to this request.

そして、通信処理によりこ故障発生検出の場合と同様
にしてシーケンサ1の最新の監視出力が取込まれ、この
監視出力に基づく復帰判定処理により故障の継続,解消
が常時監視されて検出される。
Then, the latest monitoring output of the sequencer 1 is taken in by the communication processing in the same manner as in the case of detecting the failure occurrence, and the continuation and elimination of the failure are constantly monitored and detected by the restoration determination processing based on this monitoring output.

この監視に基づき、故障の継続が検出される間は診断
処理が継続されるが、故障が解消して故障から復帰する
と、直ちに診断処理のモードが中止され、このモードか
ら抜け出して故障発生検出のモードに戻る。
Based on this monitoring, the diagnostic process continues while the continuation of the fault is detected, but when the fault is resolved and the fault recovers, the diagnostic process mode is immediately stopped, and the fault detection mode is exited from this mode. Return to mode.

したがって、診断処理のモードに移行した後、情報入
力要求に基づく入力待ちの空き時間を利用した常時監視
により、故障から復帰すると、直ちに故障発生検出のモ
ードに戻り、状況に応じた適切な処理が行われる。
Therefore, after shifting to the diagnostic processing mode, if the system recovers from a failure by constant monitoring using the free time waiting for input based on the information input request, it immediately returns to the failure occurrence detection mode, and appropriate processing according to the situation can be performed. Done.

なお、前記実施例の場合、診断処理の推定を行う前
に、選定部4によって最適故障を選定したため、故障原
因の同定が極めて効率よく行える利点もある。
In the case of the above-mentioned embodiment, since the optimum failure is selected by the selection unit 4 before the estimation of the diagnostic processing is performed, there is an advantage that the failure cause can be identified very efficiently.

そして、最適故障の選定を行わない場合にも適用でき
るのは勿論である。
And, of course, it can be applied even when the optimum failure is not selected.

また診断対象がトランスファプレス加工設備以外の種
々の工場設備等であってよいのも勿論である。
Further, it goes without saying that the diagnosis target may be various factory equipment other than the transfer press processing equipment.

〔発明の効果〕〔The invention's effect〕

本発明は、以上説明したように構成されているため、
以下に記載する効果を奏する。
Since the present invention is configured as described above,
The following effects are achieved.

故障発生の検出によって診断処理に移行した後、問診
用の情報入力要求に基づく入力待ちの空き時間を利用
し、この空き時間毎に監視部の最新の監視出力から故障
の継続,解消を検出して故障からの復帰を常時監視し、
復帰時に診断処理を中止して直ちに故障発生検出に戻る
ため、シングルOS上で運用される支援用のエキスパート
システム構成の故障診断にも適用することができる手法
により状況に応じた適切な処理を行うことができる。
After shifting to the diagnostic process by detecting the occurrence of a failure, the free time waiting for input based on the information input request for inquiry is used, and the continuation and elimination of the failure are detected from the latest monitoring output of the monitoring unit for each free time. Constantly monitors recovery from failures,
Since the diagnosis process is stopped at the time of recovery and the failure occurrence detection is immediately returned to, the method that can also be applied to the failure diagnosis of the expert system configuration for support operated on the single OS performs appropriate processing according to the situation. be able to.

【図面の簡単な説明】[Brief description of drawings]

第1図ないし第5図は本発明の故障診断方法の1実施例
を示し、第1図は処理手順のフローチャート、第2図は
ブロック図、第3図,第4図及び第5図はそれぞれ第2
図の部分的な処理の説明図である。 1……シーケンサ、3……コンピュータ、5……診断
部、6……入力部、7……表示部。
1 to 5 show one embodiment of the failure diagnosis method of the present invention. FIG. 1 is a flowchart of processing procedure, FIG. 2 is a block diagram, and FIGS. 3, 4, and 5 are respectively. Second
It is explanatory drawing of a partial process of a figure. 1 ... Sequencer, 3 ... Computer, 5 ... Diagnosis section, 6 ... Input section, 7 ... Display section.

Claims (1)

(57)【特許請求の範囲】(57) [Claims] 【請求項1】診断対象の各所の状態を常時監視する監視
部の監視出力に基づく故障発生検出により、前記診断対
象の故障発生の有,無の検出をくり返し、 故障発生の検出により、プロダクションルール構成の前
向き推論の診断処理に移行し、 問診用の情報入力要求を発行し、前記情報入力要求にし
たがって入力された現状の情報等に基づく推論を実行し
てつぎの推論を発火することを、故障原因を同定するま
でくり返す故障診断方法において、 前記診断処理に移行した後、前記情報入力要求に基づく
入力待ちの空き時間毎に、前記監視部の監視結果から故
障の継続,解消を検出し、 故障の解消を検出したときにのみ、前記診断処理を中止
して前記故障発生検出に戻る ことを特徴とする故障診断方法。
1. A production rule based on detection of a failure occurrence based on a monitoring output of a monitoring unit that constantly monitors the state of each part of the diagnosis object, and whether the failure occurrence of the diagnosis object is detected repeatedly. The process proceeds to the diagnostic process of the forward inference of the configuration, issues the information input request for the inquiry, executes the inference based on the current information input according to the information input request, and fires the next inference. In a failure diagnosis method that repeats until the cause of failure is identified, after the diagnosis processing is performed, continuation and resolution of the failure are detected from the monitoring result of the monitoring unit for each free time waiting for input based on the information input request. A fault diagnosis method, wherein the diagnosis process is stopped and the process returns to the fault occurrence detection only when the elimination of the fault is detected.
JP2340218A 1990-11-30 1990-11-30 Failure diagnosis method Expired - Fee Related JP2528386B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2340218A JP2528386B2 (en) 1990-11-30 1990-11-30 Failure diagnosis method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2340218A JP2528386B2 (en) 1990-11-30 1990-11-30 Failure diagnosis method

Publications (2)

Publication Number Publication Date
JPH04205630A JPH04205630A (en) 1992-07-27
JP2528386B2 true JP2528386B2 (en) 1996-08-28

Family

ID=18334825

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2340218A Expired - Fee Related JP2528386B2 (en) 1990-11-30 1990-11-30 Failure diagnosis method

Country Status (1)

Country Link
JP (1) JP2528386B2 (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7586416B2 (en) 2005-12-22 2009-09-08 Omron Corporation Repeaters for RFID systems
US8432258B2 (en) 2008-08-07 2013-04-30 Wal-Mart Stores, Inc. Apparatus and method facilitating communication between components of a radio frequency identification system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7586416B2 (en) 2005-12-22 2009-09-08 Omron Corporation Repeaters for RFID systems
US8432258B2 (en) 2008-08-07 2013-04-30 Wal-Mart Stores, Inc. Apparatus and method facilitating communication between components of a radio frequency identification system

Also Published As

Publication number Publication date
JPH04205630A (en) 1992-07-27

Similar Documents

Publication Publication Date Title
JPH0730977A (en) Data collecting device of driving machine
JP2528386B2 (en) Failure diagnosis method
JPH09248739A (en) Monitoring device for operation condition
JPH0535751A (en) Periodical diagnosing, fault diagnosing and fault recovering method for machine tool
JPH08137540A (en) Method and device for diagnosing fault of equipment
JP2834622B2 (en) Failure diagnosis method
JPH02216542A (en) Diagnosis execution control system
JP5133526B2 (en) Test control method in communication system
JPH07104839A (en) Abnormality diagnostic system of production equipment
JPH0955880A (en) Television studio master system
JPS62286131A (en) Automatic selfdiagnosing system for information processor
JPH0736730A (en) Remote system test and diagnostic system
JPH052499A (en) Job trouble re-processing system of information processor
JPH11120140A (en) Method for automatically activating appllication on terminal computer
JPH07248810A (en) Numerical controller
JPH08179969A (en) System monitoring device
JPH0256660A (en) Diagnostic system for peripheral equipment
JPS63147239A (en) Check system for information processor
JPH07325730A (en) Multiprocessor device
JPH01233503A (en) Fault diagnostic method for numerical controller
JPH0815861B2 (en) Vehicle failure diagnosis device
JPH05189374A (en) Execution monitoring system for distributed processing computer system
JPS6346547A (en) Check system for information processor
JPH02273805A (en) Fault diagnostic device
JPH01293415A (en) Pump mounting inspecting system for liquid cooling computer system

Legal Events

Date Code Title Description
LAPS Cancellation because of no payment of annual fees